Fernando, Basura

53 publications

ICLRW 2025 BICEC: Attachable Classification-Based Intelligent Control for Sustainable Computer Vision Systems Jonathan Burton-Barr, Deepu Rajan, Basura Fernando

NeurIPS 2025 CoFFT: Chain of Foresight-Focus Thought for Visual Language Models Xinyu Zhang, Yuxuan Dong, Lingling Zhang, Chengyou Jia, Zhuohang Dang, Basura Fernando, Jun Liu, Mike Zheng Shou

WACV 2025 Deduce and Select Evidences with Language Models for Training-Free Video Goal Inference Yeo Keat Ee, Hao Zhang, Alexander Matyasko, Basura Fernando

WACV 2025 Effective Scene Graph Generation by Statistical Relation Distillation Thanh-Son Nguyen, Hong Yang, Basura Fernando

ICCV 2025 IMoRe: Implicit Program-Guided Reasoning for Human Motion Q&A Chen Li, Chinthani Sugandhika, Yeo Keat Ee, Eric Peh, Hao Zhang, Hong Yang, Deepu Rajan, Basura Fernando

WACV 2025 Inferring past Human Actions in Homes with Abductive Reasoning Clement Tan, Chai Kiat Yeo, Cheston Tan, Basura Fernando

WACV 2025 Learning to Visually Connect Actions and Their Effects Paritosh Parmar, Eric Peh, Basura Fernando

WACV 2025 Situational Scene Graph for Structured Human-Centric Situation Understanding Chinthani Sugandhika, Chen Li, Deepu Rajan, Basura Fernando

NeurIPS 2025 You Only Communicate Once: One-Shot Federated Low-Rank Adaptation of MLLM Binqian Xu, Haiyang Mei, Zechen Bai, Jinjin Gong, Rui Yan, Guo-Sen Xie, Yazhou Yao, Basura Fernando, Xiangbo Shu

NeurIPS 2024 CausalChaos! Dataset for Comprehensive Causal Action Question Answering over Longer Causal Chains Grounded in Dynamic Visual Scenes Paritosh Parmar, Eric Peh, Ruirui Chen, Ting En Lam, Yuhan Chen, Elston Tan, Basura Fernando

WACV 2024 ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition Debaditya Roy, Dhruv Verma, Basura Fernando

ICML 2024 Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion Ishaan Singh Rawal, Alexander Matyasko, Shantanu Jaiswal, Basura Fernando, Cheston Tan

NeurIPS 2024 DoFIT: Domain-Aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting Binqian Xu, Xiangbo Shu, Haiyang Mei, Zechen Bai, Basura Fernando, Mike Zheng Shou, Jinhui Tang

WACV 2024 Interaction Region Visual Transformer for Egocentric Action Anticipation Debaditya Roy, Ramanathan Rajendiran, Basura Fernando

NeurIPS 2024 Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Shantanu Jaiswal, Debaditya Roy, Basura Fernando, Cheston Tan

IJCAI 2024 PointTFA: Training-Free Clustering Adaption for Large 3D Point Cloud Models Jinmeng Wu, Chong Cao, Hao Zhang, Basura Fernando, Yanbin Hao, Hanyu Hong

NeurIPSW 2023 Are VideoQA Models Truly Multimodal? Ishaan Rawal, Shantanu Jaiswal, Basura Fernando, Cheston Tan

ICCV 2023 Energy-Based Self-Training and Normalization for Unsupervised Domain Adaptation Samitha Herath, Basura Fernando, Ehsan Abbasnejad, Munawar Hayat, Shahram Khadivi, Mehrtash Harandi, Hamid Rezatofighi, Gholamreza Haffari

ICCV 2023 Who Are You Referring to? Coreference Resolution in Image Narrations Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen

ECCV 2022 3D Equivariant Graph Implicit Functions Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Nießner, Efstratios Gavves

WACV 2022 Action Anticipation Using Latent Goal Learning Debaditya Roy, Basura Fernando

ECCVW 2022 Consistency Regularization for Domain Adaptation Kian Boon Koh, Basura Fernando

CVPRW 2022 Long-Term Action Forecasting Using Multi-Headed Attention-Based Variational Recurrent Neural Networks Siyuan Brandon Loh, Debaditya Roy, Basura Fernando

CVPR 2022 Not All Relations Are Equal: Mining Informative Labels for Scene Graph Generation Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen

ECCV 2022 TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs Shantanu Jaiswal, Basura Fernando, Cheston Tan

CVPR 2021 Anticipating Human Actions by Correlating past with the Future with Jaccard Similarity Measures Basura Fernando, Samitha Herath

WACV 2021 DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li, Stephen Gould

WACV 2021 FlowCaps: Optical Flow Estimation with Capsule Networks for Action Recognition Vinoj Jayasundara, Debaditya Roy, Basura Fernando

ICML 2021 Neural Feature Matching in Implicit 3D Representations Yunlu Chen, Basura Fernando, Hakan Bilen, Thomas Mensink, Efstratios Gavves

CVPRW 2020 Inferring Temporal Compositions of Actions Using Probabilistic Automata Rodrigo Santa Cruz, Anoop Cherian, Basura Fernando, Dylan Campbell, Stephen Gould

ECCVW 2020 Injecting Prior Knowledge into Image Caption Generation Arushi Goel, Basura Fernando, Thanh-Son Nguyen, Hakan Bilen

WACV 2020 Weakly Supervised Gaussian Networks for Action Detection Basura Fernando, Cheston Tan, Hakan Bilen

ECCVW 2018 Action Anticipation by Predicting Future Dynamic Images Cristian Rodriguez Opazo, Basura Fernando, Hongdong Li

ECCV 2018 Action Anticipation with RBF Kernelized Feature Mapping RNN Yuge Shi, Basura Fernando, Richard Hartley

ECCV 2018 Face Super-Resolution Guided by Facial Component Heatmaps Xin Yu, Basura Fernando, Bernard Ghanem, Fatih Porikli, Richard Hartley

WACV 2018 Neural Algebra of Classifiers Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould

CVPR 2017 DeepPermNet: Visual Permutation Learning Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian, Stephen Gould

ICCV 2017 Encouraging LSTMs to Anticipate Actions Very Early Mohammad Sadegh Aliakbarian, Fatemeh Sadat Saleh, Mathieu Salzmann, Basura Fernando, Lars Petersson, Lars Andersson

CVPR 2017 Generalized Rank Pooling for Activity Recognition Anoop Cherian, Basura Fernando, Mehrtash Harandi, Stephen Gould

CVPR 2017 Self-Supervised Video Representation Learning with Odd-One-Out Networks Basura Fernando, Hakan Bilen, Efstratios Gavves, Stephen Gould

CVPRW 2017 Unsupervised Human Action Detection by Action Matching Basura Fernando, Sareh Shirazi, Stephen Gould

CVPR 2016 Discriminative Hierarchical Rank Pooling for Activity Recognition Basura Fernando, Peter Anderson, Marcus Hutter, Stephen Gould

CVPR 2016 Dynamic Image Networks for Action Recognition Hakan Bilen, Basura Fernando, Efstratios Gavves, Andrea Vedaldi, Stephen Gould

ICML 2016 Learning End-to-End Video Classification with Rank-Pooling Basura Fernando, Stephen Gould

ECCV 2016 SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson, Basura Fernando, Mark Johnson, Stephen Gould

CVPR 2015 Dataset Fingerprints: Exploring Image Collections Through Data Mining Konstantinos Rematas, Basura Fernando, Frank Dellaert, Tinne Tuytelaars

ICCV 2015 Guiding the Long-Short Term Memory Model for Image Caption Generation Xu Jia, Efstratios Gavves, Basura Fernando, Tinne Tuytelaars

ICCV 2015 Learning to Rank Based on Subsequences Basura Fernando, Efstratios Gavves, Damien Muselet, Tinne Tuytelaars

CVPR 2015 Modeling Video Evolution for Action Recognition Basura Fernando, Efstratios Gavves, Jose Oramas M., Amir Ghodrati, Tinne Tuytelaars

ICCV 2013 Mining Multiple Queries for Image Retrieval: On-the-Fly Learning of an Object-Specific Mid-Level Representation Basura Fernando, Tinne Tuytelaars

ICCV 2013 Unsupervised Visual Domain Adaptation Using Subspace Alignment Basura Fernando, Amaury Habrard, Marc Sebban, Tinne Tuytelaars

CVPR 2012 Discriminative Feature Fusion for Image Classification Basura Fernando, Élisa Fromont, Damien Muselet, Marc Sebban

ECCV 2012 Effective Use of Frequent Itemset Mining for Image Classification Basura Fernando, Élisa Fromont, Tinne Tuytelaars